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Representing spherical tensors with scalar-based machine-learning models
Rotational symmetry plays a central role in physics, providing an elegant framework to describe how the properties of 3D objects – from atoms to the macroscopic scale –... -
Resolving the solvation structure and transport properties of aqueous zinc el...
This database contains the neural network potential (NNP) model and training data for aqueous ZnCl₂ solutions from 1 m to 30 m. The NNP model can be used to compute total... -
Phonon-limited carrier transport in the Weyl semimetal TaAs
Topological Weyl semimetals represent a novel class of quantum materials that exhibit remarkable properties arising from their unique electronic structure. In this work, we... -
Dataset for first-principles diagrammatic Monte Carlo for electron-phonon int...
Summing all Feynman diagrams with quantitative accuracy is a holy grail in theoretical physics. In condensed matter, the lattice vibration (phonon) field couples with the... -
Paramagnetic half-moon shaped diffuse scattering arising from 3D magnetic fru...
We use spin dynamics simulations to determine the origin of the unusual correlated diffuse scattering, characterised by half-moon shapes bridging the magnetic Bragg peaks,... -
First-principles diagrammatic Monte Carlo for electron-phonon interactions an...
Summing all Feynman diagrams with quantitative accuracy is a holy grail in theoretical physics. In condensed matter, the lattice vibration (phonon) field couples with the... -
The three-dimensional atomic-level structure of an amorphous glucagon-like pe...
Amorphous formulations are increasingly used in the pharmaceutical industry due to their increased solubility, but their structural characterization at atomic-level resolution... -
Magnons from time-dependent density-functional perturbation theory and nonemp...
Spin excitations play a fundamental role in understanding magnetic properties of materials, and have significant technological implications for magnonic devices. However,... -
Reproducible HPC software deployments, simulations and workflows
Reproducibility in running scientific simulations on high-performance computing (HPC) environments is a persistent challenge due to variations in software and hardware stacks.... -
Reproducible HPC software deployments, simulations and workflows
Reproducibility in running scientific simulations on high-performance computing (HPC) environments is a persistent challenge due to variations in software and hardware stacks.... -
Stacking of charge-density waves in 2H-NbSe₂ bilayers
We employ ab-initio electronic-structure calculations to investigate the charge-density waves and periodic lattice distortions in bilayer 2H-NbSe₂. We demonstrate that the... -
Dislocation-grain boundary interaction dataset for FCC Cu
Dislocation-grain boundary play a major role in the strength and ductility of structural materials. An understanding of governing parameters such as grain boundary local atomic... -
Dislocation-grain boundary interaction dataset for FCC Cu
Dislocation-grain boundary play a major role in the strength and ductility of structural materials. An understanding of governing parameters such as grain boundary local atomic... -
Dataset of 80,000 solvated joint-DFT free energies for ORR on spinel-oxide (1...
Earth-abundant spinel oxides are promising alkaline oxygen-reduction catalysts, yet mechanistic models still invoke a vacuum-DFT associative OOH/OO route. Here we combine... -
Ge(110) c(8×10) reconstructions stabilized by vibrations
Determining the atomic structure of a surface is essential for reliable simulations and in-depth exploration of chemical and atomic-scale physical processes. Using Ge(110)... -
Extensive band gap tunability in covalent organic frameworks via metal interc...
Covalent organic frameworks (COFs) are materials of growing interest for electronic applications due to their tunable structures, chemical stability, and layered architectures... -
Three-dimensional to layered halide perovskites: a parameter-free hybrid func...
This study employed density functional theory with doubly screened dielectric-dependent hybrid (DSH) functional to predict the band gaps of Pb- and Sn-based inorganic and hybrid... -
Comparative study of defects in graphene flake grown on amorphous and crystal...
We performed a computational study using Density Functional Theory calculations on a copper-graphene system. A global minima search was performed using the Minima Hopping... -
Hydrogen can both move or pin dislocations in Body-Centered Cubic metals
This archive includes the raw data for atomistic simulations in the work as titled. Transition to a hydrogen-based economy requires a thorough understanding of hydrogen... -
Effects of colored disorder on the heat conductivity of SiGe alloys from firs...
Semiconducting alloys, in particular SiGe, have been employed for several decades as high- temperature thermoelectric materials. Devising strategies to reduce their thermal...